calm - Story 18685 | Emotion Vectors in Gemma4-31B

The gentle tapping of the drumsticks against the snare drum filled Sarah's cozy basement. She focused on the rhythm, her body swaying with the beat. The music was a steady current that she could ride throughout her days. It was a release, a form of meditation.

Her daughter, Maya, slid down the stairs, her eyes riveted on the drum set. She had a pair of drumsticks, small ones, in her hands, and she looked at Sarah with a bright, expectant expression.

"Mom, teach me a beat," Maya said, her voice filled with a cheerful energy. Sarah smiled, her heart lighter now. She gestured for her daughter to join her.

Emotion: calm

Cluster: Calm / Serenity

PC1 (Valence): 2.72 Positive

PC2 (Disposition): -1.82

Role in Research

This story is one of 1,000 stories generated for the emotion calm. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 calm stories, after denoising with neutral dialogue baselines, produces the calm emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the calm vector is projected through the unembedding matrix.

Promoted:

`मुस्कुरा`	0.415
`enjoying`	0.405
`leisurely`	0.388
`:)`	0.382
`কিছুক্ষণ`	0.382

Suppressed:

`S`	-0.527
`L`	-0.499
`worse`	-0.454
`even`	-0.422
`😣`	-0.420